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The Assam Kaziranga University

National - 1800-572-5898
  International -(+91)98540 34354

The Assam Kaziranga University

Dr. Nazreena Rahman

Designation: Assistant Professor

Email: nazreena@kazirangauniversity.in

Academic Qualifications:

  • PhD. (CSE) from Tezpur University
  • MTech (IT) from Gauhati University
  • BTech (CSE) from GIMT, Gauhati University
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Experience:

  • Research: 2 years as JRF and 1.5 Years as SRF at Tezpur University.
  • Visiting Researcher in ISI, Kolkata.
  • Academic: 5 years.

Worked in:

  • Worked as a Guest Faculty in the Department of Information Technology in Gauhati University.
  • Worked as a Faculty in the NIELIT (formerly, DOEACC).

Career Highlights & Awards:

  • Selected for UGC Maulana Azad National Fellowship for the year 2014-2015.
  • Got the Best paper award in European Conference on Natural Language Processing and Information Retrieval (ECNLPIR 2020), September, 2020 for the paper “Redundancy Removal Method for Multi-Document Query-Based Extractive Text Summarization”.
  • Serving as reviewer to many international Journals/Conferences.

Publications:

Papers Published in Journals:

  • Nazreena Rahman and Bhogeswar Borah, “An Unsupervised Method for Word Sense Disambiguation”, Journal of King Saud University –Computer and Information Sciences, Elsevier, 2021 (SCIE, Scopus and UGC listed journal, 13.473 IF).
  • Nazreena Rahman and Bhogeswar Borah, “Improvement of Query-Based Text Summarization using Word Sense Disambiguation”, Complex & Intelligent Systems,  DOI: doi.org/10.1007/s40747-019-0115-2, Springer,  2019 (SCIE and UGC listed journal, 4.927 IF).
  • Nazreena Rahman and Bhogeswar Borah, “An Approach For Finding Semantic Relatedness Score Between Two Sentences Based On Their Senses”, Journal of Computer Science, Scinence Publications, 2021 (Scopus, and UGC listed journal).
  • Nazreena Rahman and Parismita Sarma, “Analysis of Treatment of Prostate Cancer by Using Multiple Techniques of Data Mining”, International Journal of Advanced Research in Computer Sciences and Software Engineering, ISSN No.2277 128X, Volume 3, Issue 4, pp.584- 589, April 2013. 

Papers Published in Books Chapters:

  • Nazreena Rahman and Bhogeswar Borah, “A Method for Semantic Relatedness Based Query Focused Text Summarization”, Pattern Recognition and Machine Intelligence, PReMI’ 17, DOI: 10.1007/978-3-319-69900-4, LNCS 10597, Springer, pp. 387-393, December,  2017.
  • Nazreena Rahman and Bhogeswar Borah, “Context Sensitive Query Correction Method for Query-Based Text Summarization”, Computational Science and Its Applications – ICCSA 2017, DOI: 10.1007/978-3-319-62407-5 2, Part VI, LNCS 10409, Springer, pp. 1–14, July 2017.
  • Nazreena Rahman and Bhogeswar Borah, “A Spell Correction Method for Query-Based Text Summarization”, Proceedings of the International Conference on Computing and Communication Systems,  I3CS 2016, DOI: 10.1007/978-981-10-6890-4 , LNNS, Springer,  Chapter 33, pp.1-9 , November,  2016.
  • Nazreena Rahman and Parismita Sarma, “Use of Modified C4.5 Algorithm to Detect the Stages of Prostate Cancer”, Advanced Computer Science & Applications, ISBN: 9789383252084, pp.216-226, EBH Publishers, 2014.

 National /International Seminar/Poster:

  • Nazreena Rahman and Bhogeswar Borah, “A Method to Disambiguate a Word by Using Restricted Boltzmann Machine”, ICON 2021: 18th International Conference on Natural Language Processing, ACL, December, 2021 (Indexed by Scopus, ACL Anthology, DBLP, Google Scholar).
  • Nazreena Rahman and Bhogeswar Borah, “Redundancy Removal Method for Multi-Document Query-Based Extractive Text Summarization”, European Conference on Natural Language Processing and Information Retrieval (ECNLPIR 2020), ACM, September, 2020 (Indexed by ACM Digital Library, Scopus, DBLP, Google Scholar).
  • Nazreena Rahman, Salma Sultana and Abhinav Kashyap, “A Sense Based Semantic Similarity Measure Using A Shallow Neural Network”,  Second International Conference on Advances in Electrical, Electronic and System Engineering, IEEE,  ICAEESE, November, 2019(Indexed by Scopus, DBLP, Google Scholar) .
  • Nazreena Rahman and Parismita Sarma, “A Method to Analysis Prostate Cancer Stages and Treatments”,1st International Conference on Accessibility to Digital World, IEEE, ICADW, December, 2016 (Indexed by Scopus, DBLP, Google Scholar).
  • Nazreena Rahman and Bhogeswar Borah, “A Survey on Different Approaches for Query Expansion Techniques”, REGIONAL CELEBRATION OF WOMEN IN COMPUTING, EAST AND NORTH-EAST, ACM-W, November, 2015.
  • Nazreena Rahman and Bhogeswar Borah ,  “A Survey on Existing Extractive Techniques for Query-Based Text Summarization”,  International Symposium on Advanced Computing and Communication,  IEEE,  ISACC,  September,  2015 (Indexed by Scopus, DBLP, Google Scholar).